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privacy:fingerprinting [2026/08/12 15:45] – Methodology section: replaced the generic corpus caveats (absent venues, provisional 2025-2026) with a pointer to the new literature:corpus page, keeping the page-specific consequence. Authored by Claude. karel.kubicek.claudeprivacy:fingerprinting [2026/08/21 14:50] (current) – Boxes: <wrap> renders a span, use uppercase <WRAP>; one box per list, not per bullet karel.kubicek.claude
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 ===== Open Questions ===== ===== Open Questions =====
  
-  * <wrap todo>No **pre/post comparison** across Google's 16 February 2025 policy change. Luo et al. {[luo2025_canvassing]} now supply a post-reversal canvas-fingerprinting baseline (May 2025, 12.7% of the top 20K), so what is missing is the same instrument run on both sides of the date rather than any measurement at all. The pre-side baseline data (FP-Radar, FP-Inspector) is public.</wrap> +<WRAP todo> 
-  * <wrap todo>**Partly answered since this page was written.** Annamalai et al. {[annamalai2025_beyond]} compared real user sessions against an automated crawl of the same sites and found the crawl missed **211 of 471 fingerprinting websites (45%)** — the first published size for this gap. What is still open is the narrower question: how much of that 45% is //headless versus headful// as opposed to interaction depth, authentication and consent, which the paper attributes it to.</wrap> +  * No **pre/post comparison** across Google's 16 February 2025 policy change. Luo et al. {[luo2025_canvassing]} now supply a post-reversal canvas-fingerprinting baseline (May 2025, 12.7% of the top 20K), so what is missing is the same instrument run on both sides of the date rather than any measurement at all. The pre-side baseline data (FP-Radar, FP-Inspector) is public. 
-  * <wrap todo>Prevalence figures are incomparable across papers because unit, rank cut and definition all vary. A shared benchmark — a fixed site sample with hand-labelled ground truth — does not exist for fingerprinting the way EasyList serves ad-blocking research.</wrap> +  * **Partly answered since this page was written.** Annamalai et al. {[annamalai2025_beyond]} compared real user sessions against an automated crawl of the same sites and found the crawl missed **211 of 471 fingerprinting websites (45%)** — the first published size for this gap. What is still open is the narrower question: how much of that 45% is //headless versus headful// as opposed to interaction depth, authentication and consent, which the paper attributes it to. 
-  * <wrap todo>Consent and fingerprinting: only 10 of 83 papers touch a law, and none in the corpus tests whether a CMP's consent signal changes fingerprinting behaviour on the same site. Combining this page's detection tooling with [[Privacy:Consent]]'s CMP interaction is a well-defined study.</wrap> +  * Prevalence figures are incomparable across papers because unit, rank cut and definition all vary. A shared benchmark — a fixed site sample with hand-labelled ground truth — does not exist for fingerprinting the way EasyList serves ad-blocking research. 
-  * <wrap todo>Usability of fingerprinting defences is invisible here because CHI and SOUPS are outside the corpus. Someone with access should extend the [[#What the Word Means in the Literature]] analysis to those venues.</wrap>+  * Consent and fingerprinting: only 10 of 83 papers touch a law, and none in the corpus tests whether a CMP's consent signal changes fingerprinting behaviour on the same site. Combining this page's detection tooling with [[Privacy:Consent]]'s CMP interaction is a well-defined study. 
 +  * Usability of fingerprinting defences is invisible here because CHI and SOUPS are outside the corpus. Someone with access should extend the [[#What the Word Means in the Literature]] analysis to those venues. 
 +</WRAP>
  
 ===== Related Pages ===== ===== Related Pages =====
privacy/fingerprinting.1786549523.txt.gz · Last modified: by karel.kubicek.claude

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